Dataset info
| Number of variables | 36 |
|---|---|
| Number of observations | 2692 |
| Missing cells | 0 (0.0%) |
| Duplicate rows | 0 (0.0%) |
| Total size in memory | 757.2 KiB |
| Average record size in memory | 288.0 B |
Variables types
| Numeric | 16 |
|---|---|
| Categorical | 5 |
| Boolean | 6 |
| Date | 0 |
| URL | 0 |
| Text (Unique) | 0 |
| Rejected | 9 |
| Unsupported | 0 |
Warnings
All.Star has 2617 (97.2%) zeros | Zeros |
All_NBA is highly correlated with All.Star (ρ = 0.9387392833) | Rejected |
Assits.per.Game has 1312 (48.7%) zeros | Zeros |
AST has 1309 (48.6%) zeros | Zeros |
BPM has 1284 (47.7%) zeros | Zeros |
College has a high cardinality: 436 distinct values | Warning |
Exec_ID is highly correlated with df_index (ρ = 0.9975613876) | Rejected |
Executive has a high cardinality: 159 distinct values | Warning |
FG_Percentage has 1287 (47.8%) zeros | Zeros |
FT_Percentage is highly correlated with FG_Percentage (ρ = 0.9127915216) | Rejected |
Games has 1272 (47.3%) zeros | Zeros |
Minutes.per.Game has 1273 (47.3%) zeros | Zeros |
Minutes.Played is highly correlated with Games (ρ = 0.9680926202) | Rejected |
Player has a high cardinality: 2660 distinct values | Warning |
Points.per.Game is highly correlated with Minutes.per.Game (ρ = 0.9536746285) | Rejected |
PTS is highly correlated with Minutes.Played (ρ = 0.9666376304) | Rejected |
Tenure has a high cardinality: 208 distinct values | Warning |
TP_Percentage has 1669 (62.0%) zeros | Zeros |
TRB has 1281 (47.6%) zeros | Zeros |
TRB.per.game has 1281 (47.6%) zeros | Zeros |
Unnamed_0 is highly correlated with Exec_ID (ρ = 0.9975613876) | Rejected |
VORP has 1372 (51.0%) zeros | Zeros |
Win.Share is highly correlated with VORP (ρ = 0.919729959) | Rejected |
WS_per_game has 1277 (47.4%) zeros | Zeros |
Yrs is highly correlated with Minutes.Played (ρ = 0.9224896703) | Rejected |
All.Star
Numeric
| Distinct count | 15 |
|---|---|
| Unique (%) | 0.6% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.161218425 |
|---|---|
| Minimum | 0 |
| Maximum | 18 |
| Zeros (%) | 97.2% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range | 0 |
Descriptive statistics
| Standard deviation | 1.132610302 |
|---|---|
| Coef of variation | 7.025315512 |
| Kurtosis | 83.07011115 |
| Mean | 0.161218425 |
| MAD | 0.3134536539 |
| Skewness | 8.549774796 |
| Sum | 434 |
| Variance | 1.282806096 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 2617 | 97.2% | |
| 2 | 12 | 0.4% | |
| 5 | 10 | 0.4% | |
| 3 | 7 | 0.3% | |
| 7 | 6 | 0.2% | |
| 1 | 6 | 0.2% | |
| 6 | 6 | 0.2% | |
| 4 | 6 | 0.2% | |
| 9 | 5 | 0.2% | |
| 12 | 4 | 0.1% | |
| Other values (5) | 13 | 0.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 2617 | 97.2% | |
| 1 | 6 | 0.2% | |
| 2 | 12 | 0.4% | |
| 3 | 7 | 0.3% | |
| 4 | 6 | 0.2% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 18 | 1 | < 0.1% | |
| 15 | 1 | < 0.1% | |
| 12 | 4 | 0.1% | |
| 11 | 3 | 0.1% | |
| 10 | 4 | 0.1% |
All_NBA
Highly correlated
This variable is highly correlated with All.Star and should be ignored for analysis
| Correlation | 0.9387392833 |
|---|
Assits.per.Game
Numeric
| Distinct count | 78 |
|---|---|
| Unique (%) | 2.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.8164561664 |
|---|---|
| Minimum | 0 |
| Maximum | 10.5 |
| Zeros (%) | 48.7% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.1 |
| Q3 | 1.1 |
| 95-th percentile | 3.6 |
| Maximum | 10.5 |
| Range | 10.5 |
| Interquartile range | 1.1 |
Descriptive statistics
| Standard deviation | 1.334149832 |
|---|---|
| Coef of variation | 1.634074048 |
| Kurtosis | 8.029190714 |
| Mean | 0.8164561664 |
| MAD | 0.9310744344 |
| Skewness | 2.539345344 |
| Sum | 2197.9 |
| Variance | 1.779955775 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1312 | 48.7% | |
| 0.5 | 85 | 3.2% | |
| 0.4 | 77 | 2.9% | |
| 0.3 | 76 | 2.8% | |
| 0.6 | 73 | 2.7% | |
| 0.8 | 72 | 2.7% | |
| 0.7 | 71 | 2.6% | |
| 1 | 62 | 2.3% | |
| 0.9 | 62 | 2.3% | |
| 1.4 | 55 | 2.0% | |
| Other values (68) | 747 | 27.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1312 | 48.7% | |
| 0.1 | 37 | 1.4% | |
| 0.2 | 52 | 1.9% | |
| 0.3 | 76 | 2.8% | |
| 0.4 | 77 | 2.9% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 10.5 | 1 | < 0.1% | |
| 9.9 | 1 | < 0.1% | |
| 8.7 | 2 | 0.1% | |
| 8.5 | 1 | < 0.1% | |
| 8.3 | 2 | 0.1% |
AST
Numeric
| Distinct count | 801 |
|---|---|
| Unique (%) | 29.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 424.5902675 |
|---|---|
| Minimum | 0 |
| Maximum | 15806 |
| Zeros (%) | 48.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 2 |
| Q3 | 281 |
| 95-th percentile | 2449.4 |
| Maximum | 15806 |
| Range | 15806 |
| Interquartile range | 281 |
Descriptive statistics
| Standard deviation | 1078.675878 |
|---|---|
| Coef of variation | 2.540510136 |
| Kurtosis | 36.76829389 |
| Mean | 424.5902675 |
| MAD | 601.0338392 |
| Skewness | 4.925264777 |
| Sum | 1142997 |
| Variance | 1163541.65 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1309 | 48.6% | |
| 1 | 29 | 1.1% | |
| 2 | 24 | 0.9% | |
| 5 | 18 | 0.7% | |
| 3 | 16 | 0.6% | |
| 4 | 12 | 0.4% | |
| 7 | 11 | 0.4% | |
| 29 | 10 | 0.4% | |
| 6 | 10 | 0.4% | |
| 10 | 10 | 0.4% | |
| Other values (791) | 1243 | 46.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1309 | 48.6% | |
| 1 | 29 | 1.1% | |
| 2 | 24 | 0.9% | |
| 3 | 16 | 0.6% | |
| 4 | 12 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 15806 | 1 | < 0.1% | |
| 12091 | 1 | < 0.1% | |
| 10335 | 1 | < 0.1% | |
| 10334 | 1 | < 0.1% | |
| 8966 | 1 | < 0.1% |
attend_college
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 1 | |
|---|---|
| 0 | 213 |
| Value | Count | Frequency (%) | |
| 1 | 2479 | 92.1% | |
| 0 | 213 | 7.9% |
BPM
Numeric
| Distinct count | 202 |
|---|---|
| Unique (%) | 7.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | -1.466827637 |
|---|---|
| Minimum | -53.6 |
| Maximum | 19.6 |
| Zeros (%) | 47.7% |
Quantile statistics
| Minimum | -53.6 |
|---|---|
| 5-th percentile | -6.9 |
| Q1 | -2.5 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.4 |
| Maximum | 19.6 |
| Range | 73.2 |
| Interquartile range | 2.5 |
Descriptive statistics
| Standard deviation | 3.520866698 |
|---|---|
| Coef of variation | -2.400327488 |
| Kurtosis | 39.82429214 |
| Mean | -1.466827637 |
| MAD | 2.247891088 |
| Skewness | -4.190720399 |
| Sum | -3948.7 |
| Variance | 12.39650231 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1284 | 47.7% | |
| -2.8 | 24 | 0.9% | |
| -2.2 | 24 | 0.9% | |
| -1.8 | 24 | 0.9% | |
| -2.1 | 23 | 0.9% | |
| -0.1 | 23 | 0.9% | |
| -3.8 | 22 | 0.8% | |
| -2.9 | 21 | 0.8% | |
| -2.3 | 21 | 0.8% | |
| -0.9 | 21 | 0.8% | |
| Other values (192) | 1205 | 44.8% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -53.6 | 1 | < 0.1% | |
| -43.5 | 1 | < 0.1% | |
| -38.4 | 1 | < 0.1% | |
| -37.4 | 1 | < 0.1% | |
| -27.8 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 19.6 | 1 | < 0.1% | |
| 11 | 1 | < 0.1% | |
| 9.2 | 1 | < 0.1% | |
| 7.5 | 1 | < 0.1% | |
| 7.4 | 2 | 0.1% |
College
Categorical
| Distinct count | 436 |
|---|---|
| Unique (%) | 16.2% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | 213 |
|---|---|
| University of Kentucky | 47 |
| University of North Carolina | 45 |
| Other values (433) |
| Value | Count | Frequency (%) | |
| 0 | 213 | 7.9% | |
| University of Kentucky | 47 | 1.7% | |
| University of North Carolina | 45 | 1.7% | |
| Duke University | 42 | 1.6% | |
| University of California, Los Angeles | 41 | 1.5% | |
| University of Arizona | 35 | 1.3% | |
| University of Kansas | 31 | 1.2% | |
| Michigan State University | 29 | 1.1% | |
| Syracuse University | 29 | 1.1% | |
| Indiana University | 27 | 1.0% | |
| Other values (426) | 2153 | 80.0% |
| Max length | 58 |
|---|---|
| Mean length | 22.37518574 |
| Min length | 1 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
df_index
Numeric
| Distinct count | 2692 |
|---|---|
| Unique (%) | 100.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1994.127786 |
|---|---|
| Minimum | 0 |
| Maximum | 3960 |
| Zeros (%) | < 0.1% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 214.1 |
| Q1 | 1003.5 |
| Median | 1999.5 |
| Q3 | 2988.25 |
| 95-th percentile | 3748.45 |
| Maximum | 3960 |
| Range | 3960 |
| Interquartile range | 1984.75 |
Descriptive statistics
| Standard deviation | 1135.98985 |
|---|---|
| Coef of variation | 0.56966753 |
| Kurtosis | -1.201877346 |
| Mean | 1994.127786 |
| MAD | 983.4691596 |
| Skewness | -0.01441002529 |
| Sum | 5368192 |
| Variance | 1290472.94 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 2045 | 1 | < 0.1% | |
| 3339 | 1 | < 0.1% | |
| 1302 | 1 | < 0.1% | |
| 3349 | 1 | < 0.1% | |
| 3347 | 1 | < 0.1% | |
| 1298 | 1 | < 0.1% | |
| 3345 | 1 | < 0.1% | |
| 3343 | 1 | < 0.1% | |
| 1294 | 1 | < 0.1% | |
| 1292 | 1 | < 0.1% | |
| Other values (2682) | 2682 | 99.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 1 | 1 | < 0.1% | |
| 2 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 3960 | 1 | < 0.1% | |
| 3956 | 1 | < 0.1% | |
| 3954 | 1 | < 0.1% | |
| 3953 | 1 | < 0.1% | |
| 3952 | 1 | < 0.1% |
Draft_Yr
Numeric
| Distinct count | 40 |
|---|---|
| Unique (%) | 1.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1989.907875 |
|---|---|
| Minimum | 1976 |
| Maximum | 2015 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1976 |
|---|---|
| 5-th percentile | 1977 |
| Q1 | 1981 |
| Median | 1985 |
| Q3 | 1999 |
| 95-th percentile | 2012 |
| Maximum | 2015 |
| Range | 39 |
| Interquartile range | 18 |
Descriptive statistics
| Standard deviation | 11.52802078 |
|---|---|
| Coef of variation | 0.005793243458 |
| Kurtosis | -0.7578472546 |
| Mean | 1989.907875 |
| MAD | 9.905895847 |
| Skewness | 0.7491956901 |
| Sum | 5356832 |
| Variance | 132.8952631 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 1984 | 156 | 5.8% | |
| 1982 | 154 | 5.7% | |
| 1983 | 150 | 5.6% | |
| 1981 | 147 | 5.5% | |
| 1978 | 143 | 5.3% | |
| 1980 | 134 | 5.0% | |
| 1979 | 126 | 4.7% | |
| 1985 | 121 | 4.5% | |
| 1986 | 116 | 4.3% | |
| 1987 | 112 | 4.2% | |
| Other values (30) | 1333 | 49.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1976 | 112 | 4.2% | |
| 1977 | 107 | 4.0% | |
| 1978 | 143 | 5.3% | |
| 1979 | 126 | 4.7% | |
| 1980 | 134 | 5.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 2015 | 39 | 1.4% | |
| 2014 | 42 | 1.6% | |
| 2013 | 48 | 1.8% | |
| 2012 | 42 | 1.6% | |
| 2011 | 43 | 1.6% |
Exec_draft_exp
Numeric
| Distinct count | 25 |
|---|---|
| Unique (%) | 0.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 5.15936107 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| Median | 4 |
| Q3 | 7 |
| 95-th percentile | 14 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range | 5 |
Descriptive statistics
| Standard deviation | 4.333060368 |
|---|---|
| Coef of variation | 0.839844374 |
| Kurtosis | 2.126516036 |
| Mean | 5.15936107 |
| MAD | 3.340449055 |
| Skewness | 1.462286538 |
| Sum | 13889 |
| Variance | 18.77541215 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 1 | 530 | 19.7% | |
| 2 | 396 | 14.7% | |
| 3 | 320 | 11.9% | |
| 4 | 270 | 10.0% | |
| 5 | 230 | 8.5% | |
| 6 | 174 | 6.5% | |
| 7 | 139 | 5.2% | |
| 8 | 125 | 4.6% | |
| 9 | 112 | 4.2% | |
| 10 | 80 | 3.0% | |
| Other values (15) | 316 | 11.7% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 530 | 19.7% | |
| 2 | 396 | 14.7% | |
| 3 | 320 | 11.9% | |
| 4 | 270 | 10.0% | |
| 5 | 230 | 8.5% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 25 | 1 | < 0.1% | |
| 24 | 4 | 0.1% | |
| 23 | 3 | 0.1% | |
| 22 | 3 | 0.1% | |
| 21 | 8 | 0.3% |
Exec_ID
Highly correlated
This variable is highly correlated with df_index and should be ignored for analysis
| Correlation | 0.9975613876 |
|---|
Executive
Categorical
| Distinct count | 159 |
|---|---|
| Unique (%) | 5.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Jerry Colangelo | 91 |
|---|---|
| Pat Williams | 88 |
| Bob Ferry | 81 |
| Other values (156) |
| Value | Count | Frequency (%) | |
| Jerry Colangelo | 91 | 3.4% | |
| Pat Williams | 88 | 3.3% | |
| Bob Ferry | 81 | 3.0% | |
| Norm Sonju | 79 | 2.9% | |
| Don Nelson | 74 | 2.7% | |
| Al Attles | 69 | 2.6% | |
| Red Auerbach | 66 | 2.5% | |
| Bob Bass | 66 | 2.5% | |
| Ray Patterson | 61 | 2.3% | |
| Rod Thorn | 59 | 2.2% | |
| Other values (149) | 1958 | 72.7% |
| Max length | 25 |
|---|---|
| Mean length | 11.71173848 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
FG_Percentage
Numeric
| Distinct count | 289 |
|---|---|
| Unique (%) | 10.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.2300653789 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 47.8% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.313 |
| Q3 | 0.444 |
| 95-th percentile | 0.51345 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.444 |
Descriptive statistics
| Standard deviation | 0.2267131719 |
|---|---|
| Coef of variation | 0.9854293288 |
| Kurtosis | -1.647625985 |
| Mean | 0.2300653789 |
| MAD | 0.2203876645 |
| Skewness | 0.09616876084 |
| Sum | 619.336 |
| Variance | 0.05139886232 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1287 | 47.8% | |
| 0.5 | 19 | 0.7% | |
| 0.417 | 18 | 0.7% | |
| 0.435 | 18 | 0.7% | |
| 0.412 | 17 | 0.6% | |
| 0.333 | 17 | 0.6% | |
| 0.438 | 17 | 0.6% | |
| 0.431 | 17 | 0.6% | |
| 0.444 | 16 | 0.6% | |
| 0.459 | 16 | 0.6% | |
| Other values (279) | 1250 | 46.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1287 | 47.8% | |
| 0.056 | 1 | < 0.1% | |
| 0.125 | 1 | < 0.1% | |
| 0.143 | 1 | < 0.1% | |
| 0.182 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 5 | 0.2% | |
| 0.714 | 1 | < 0.1% | |
| 0.692 | 1 | < 0.1% | |
| 0.667 | 5 | 0.2% | |
| 0.644 | 1 | < 0.1% |
fifth_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 43 |
| Value | Count | Frequency (%) | |
| 0 | 2649 | 98.4% | |
| 1 | 43 | 1.6% |
first_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 39 |
| Value | Count | Frequency (%) | |
| 0 | 2653 | 98.6% | |
| 1 | 39 | 1.4% |
fourth_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 42 |
| Value | Count | Frequency (%) | |
| 0 | 2650 | 98.4% | |
| 1 | 42 | 1.6% |
FT_Percentage
Highly correlated
This variable is highly correlated with FG_Percentage and should be ignored for analysis
| Correlation | 0.9127915216 |
|---|
Games
Numeric
| Distinct count | 699 |
|---|---|
| Unique (%) | 26.0% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 185.2678306 |
|---|---|
| Minimum | 0 |
| Maximum | 1611 |
| Zeros (%) | 47.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 8 |
| Q3 | 260 |
| 95-th percentile | 875 |
| Maximum | 1611 |
| Range | 1611 |
| Interquartile range | 260 |
Descriptive statistics
| Standard deviation | 299.5681705 |
|---|---|
| Coef of variation | 1.616946501 |
| Kurtosis | 2.156989133 |
| Mean | 185.2678306 |
| MAD | 231.2696104 |
| Skewness | 1.735754451 |
| Sum | 498741 |
| Variance | 89741.08878 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1272 | 47.3% | |
| 8 | 14 | 0.5% | |
| 2 | 14 | 0.5% | |
| 7 | 14 | 0.5% | |
| 1 | 11 | 0.4% | |
| 6 | 11 | 0.4% | |
| 82 | 10 | 0.4% | |
| 3 | 9 | 0.3% | |
| 24 | 9 | 0.3% | |
| 4 | 9 | 0.3% | |
| Other values (689) | 1319 | 49.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1272 | 47.3% | |
| 1 | 11 | 0.4% | |
| 2 | 14 | 0.5% | |
| 3 | 9 | 0.3% | |
| 4 | 9 | 0.3% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1611 | 1 | < 0.1% | |
| 1504 | 1 | < 0.1% | |
| 1424 | 1 | < 0.1% | |
| 1391 | 1 | < 0.1% | |
| 1389 | 1 | < 0.1% |
Minutes.per.Game
Numeric
| Distinct count | 343 |
|---|---|
| Unique (%) | 12.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 9.231872214 |
|---|---|
| Minimum | 0 |
| Maximum | 39 |
| Zeros (%) | 47.3% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 4.8 |
| Q3 | 17.5 |
| 95-th percentile | 30.545 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range | 17.5 |
Descriptive statistics
| Standard deviation | 10.76171534 |
|---|---|
| Coef of variation | 1.165713204 |
| Kurtosis | -0.6728746886 |
| Mean | 9.231872214 |
| MAD | 9.373333072 |
| Skewness | 0.7947825135 |
| Sum | 24852.2 |
| Variance | 115.814517 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1273 | 47.3% | |
| 10.7 | 13 | 0.5% | |
| 9.9 | 11 | 0.4% | |
| 11.1 | 10 | 0.4% | |
| 9.6 | 10 | 0.4% | |
| 13.2 | 9 | 0.3% | |
| 16 | 9 | 0.3% | |
| 13.5 | 9 | 0.3% | |
| 9.4 | 9 | 0.3% | |
| 13.9 | 9 | 0.3% | |
| Other values (333) | 1330 | 49.4% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1273 | 47.3% | |
| 1 | 1 | < 0.1% | |
| 1.2 | 1 | < 0.1% | |
| 1.3 | 1 | < 0.1% | |
| 1.5 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 39 | 1 | < 0.1% | |
| 38.4 | 1 | < 0.1% | |
| 36.8 | 1 | < 0.1% | |
| 36.7 | 1 | < 0.1% | |
| 36.5 | 1 | < 0.1% |
Minutes.Played
Highly correlated
This variable is highly correlated with Games and should be ignored for analysis
| Correlation | 0.9680926202 |
|---|
Pk
Numeric
| Distinct count | 228 |
|---|---|
| Unique (%) | 8.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 70.94167905 |
|---|---|
| Minimum | 1 |
| Maximum | 228 |
| Zeros (%) | 0.0% |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5.55 |
| Q1 | 25 |
| Median | 50 |
| Q3 | 111 |
| 95-th percentile | 190 |
| Maximum | 228 |
| Range | 227 |
| Interquartile range | 86 |
Descriptive statistics
| Standard deviation | 58.32530871 |
|---|---|
| Coef of variation | 0.8221585603 |
| Kurtosis | -0.3235034455 |
| Mean | 70.94167905 |
| MAD | 48.86484333 |
| Skewness | 0.8859681877 |
| Sum | 190975 |
| Variance | 3401.841636 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 17 | 32 | 1.2% | |
| 4 | 32 | 1.2% | |
| 48 | 32 | 1.2% | |
| 16 | 31 | 1.2% | |
| 19 | 31 | 1.2% | |
| 23 | 31 | 1.2% | |
| 26 | 31 | 1.2% | |
| 35 | 30 | 1.1% | |
| 47 | 30 | 1.1% | |
| 25 | 30 | 1.1% | |
| Other values (218) | 2382 | 88.5% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 1 | 23 | 0.9% | |
| 2 | 24 | 0.9% | |
| 3 | 29 | 1.1% | |
| 4 | 32 | 1.2% | |
| 5 | 27 | 1.0% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 228 | 1 | < 0.1% | |
| 227 | 1 | < 0.1% | |
| 226 | 1 | < 0.1% | |
| 225 | 2 | 0.1% | |
| 224 | 2 | 0.1% |
Player
Categorical
| Distinct count | 2660 |
|---|---|
| Unique (%) | 98.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Charles Jones | 4 |
|---|---|
| Sam Clancy | 2 |
| Keith Smith | 2 |
| Other values (2657) |
| Value | Count | Frequency (%) | |
| Charles Jones | 4 | 0.1% | |
| Sam Clancy | 2 | 0.1% | |
| Keith Smith | 2 | 0.1% | |
| Ron Davis | 2 | 0.1% | |
| Larry Johnson | 2 | 0.1% | |
| Mike Williams | 2 | 0.1% | |
| Tony Brown | 2 | 0.1% | |
| Anthony Jones | 2 | 0.1% | |
| Greg Grant | 2 | 0.1% | |
| Corey Brewer | 2 | 0.1% | |
| Other values (2650) | 2670 | 99.2% |
| Max length | 24 |
|---|---|
| Mean length | 12.48885587 |
| Min length | 7 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | True |
| Contains non-words | True |
Points.per.Game
Highly correlated
This variable is highly correlated with Minutes.per.Game and should be ignored for analysis
| Correlation | 0.9536746285 |
|---|
PTS
Highly correlated
This variable is highly correlated with Minutes.Played and should be ignored for analysis
| Correlation | 0.9666376304 |
|---|
second_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 42 |
| Value | Count | Frequency (%) | |
| 0 | 2650 | 98.4% | |
| 1 | 42 | 1.6% |
Team
Categorical
| Distinct count | 30 |
|---|---|
| Unique (%) | 1.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| CHI | 133 |
|---|---|
| PHI | 125 |
| ATL | 124 |
| Other values (27) |
| Value | Count | Frequency (%) | |
| CHI | 133 | 4.9% | |
| PHI | 125 | 4.6% | |
| ATL | 124 | 4.6% | |
| PHO | 123 | 4.6% | |
| POR | 123 | 4.6% | |
| BOS | 120 | 4.5% | |
| DET | 117 | 4.3% | |
| LAC | 108 | 4.0% | |
| OKC | 108 | 4.0% | |
| CLE | 108 | 4.0% | |
| Other values (20) | 1503 | 55.8% |
| Max length | 3 |
|---|---|
| Mean length | 3 |
| Min length | 3 |
| Contains chars | True |
| Contains digits | False |
| Contains spaces | False |
| Contains non-words | False |
Tenure
Categorical
| Distinct count | 208 |
|---|---|
| Unique (%) | 7.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 9550 days 00:00:00.000000000 | 91 |
|---|---|
| 6208 days 00:00:00.000000000 | 81 |
| 4335 days 00:00:00.000000000 | 80 |
| Other values (205) |
| Value | Count | Frequency (%) | |
| 9550 days 00:00:00.000000000 | 91 | 3.4% | |
| 6208 days 00:00:00.000000000 | 81 | 3.0% | |
| 4335 days 00:00:00.000000000 | 80 | 3.0% | |
| 3641 days 00:00:00.000000000 | 68 | 2.5% | |
| 12493 days 00:00:00.000000000 | 66 | 2.5% | |
| 5859 days 00:00:00.000000000 | 63 | 2.3% | |
| 6417 days 00:00:00.000000000 | 61 | 2.3% | |
| 5425 days 00:00:00.000000000 | 57 | 2.1% | |
| 4556 days 00:00:00.000000000 | 52 | 1.9% | |
| 3740 days 00:00:00.000000000 | 52 | 1.9% | |
| Other values (198) | 2021 | 75.1% |
| Max length | 29 |
|---|---|
| Mean length | 27.89338782 |
| Min length | 26 |
| Contains chars | True |
| Contains digits | True |
| Contains spaces | True |
| Contains non-words | True |
third_year
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.1% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| 0 | |
|---|---|
| 1 | 48 |
| Value | Count | Frequency (%) | |
| 0 | 2644 | 98.2% | |
| 1 | 48 | 1.8% |
TP_Percentage
Numeric
| Distinct count | 288 |
|---|---|
| Unique (%) | 10.7% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.1096883358 |
|---|---|
| Minimum | 0 |
| Maximum | 1 |
| Zeros (%) | 62.0% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.255 |
| 95-th percentile | 0.375 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range | 0.255 |
Descriptive statistics
| Standard deviation | 0.1565597485 |
|---|---|
| Coef of variation | 1.427314467 |
| Kurtosis | 1.821679911 |
| Mean | 0.1096883358 |
| MAD | 0.1375033018 |
| Skewness | 1.2628439 |
| Sum | 295.281 |
| Variance | 0.02451095485 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1669 | 62.0% | |
| 0.25 | 28 | 1.0% | |
| 0.2 | 25 | 0.9% | |
| 0.333 | 23 | 0.9% | |
| 0.167 | 19 | 0.7% | |
| 0.143 | 14 | 0.5% | |
| 0.222 | 12 | 0.4% | |
| 0.34 | 12 | 0.4% | |
| 0.36 | 12 | 0.4% | |
| 0.3 | 11 | 0.4% | |
| Other values (278) | 867 | 32.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1669 | 62.0% | |
| 0.03 | 1 | < 0.1% | |
| 0.037 | 2 | 0.1% | |
| 0.038 | 1 | < 0.1% | |
| 0.042 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1 | 8 | 0.3% | |
| 0.667 | 1 | < 0.1% | |
| 0.6 | 1 | < 0.1% | |
| 0.5 | 10 | 0.4% | |
| 0.467 | 1 | < 0.1% |
TRB
Numeric
| Distinct count | 976 |
|---|---|
| Unique (%) | 36.3% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 779.2663447 |
|---|---|
| Minimum | 0 |
| Maximum | 14715 |
| Zeros (%) | 47.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 7 |
| Q3 | 752 |
| 95-th percentile | 4116.1 |
| Maximum | 14715 |
| Range | 14715 |
| Interquartile range | 752 |
Descriptive statistics
| Standard deviation | 1674.883005 |
|---|---|
| Coef of variation | 2.149307507 |
| Kurtosis | 15.32413179 |
| Mean | 779.2663447 |
| MAD | 1062.765537 |
| Skewness | 3.45561674 |
| Sum | 2097785 |
| Variance | 2805233.079 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1281 | 47.6% | |
| 4 | 16 | 0.6% | |
| 3 | 13 | 0.5% | |
| 1 | 12 | 0.4% | |
| 10 | 10 | 0.4% | |
| 7 | 9 | 0.3% | |
| 2 | 8 | 0.3% | |
| 13 | 8 | 0.3% | |
| 68 | 7 | 0.3% | |
| 65 | 6 | 0.2% | |
| Other values (966) | 1322 | 49.1% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1281 | 47.6% | |
| 1 | 12 | 0.4% | |
| 2 | 8 | 0.3% | |
| 3 | 13 | 0.5% | |
| 4 | 16 | 0.6% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 14715 | 1 | < 0.1% | |
| 13748 | 1 | < 0.1% | |
| 13099 | 1 | < 0.1% | |
| 13017 | 1 | < 0.1% | |
| 12546 | 1 | < 0.1% |
TRB.per.game
Numeric
| Distinct count | 104 |
|---|---|
| Unique (%) | 3.9% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 1.600928678 |
|---|---|
| Minimum | 0 |
| Maximum | 13.1 |
| Zeros (%) | 47.6% |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| Median | 0.7 |
| Q3 | 2.7 |
| 95-th percentile | 6 |
| Maximum | 13.1 |
| Range | 13.1 |
| Interquartile range | 2.7 |
Descriptive statistics
| Standard deviation | 2.12385783 |
|---|---|
| Coef of variation | 1.32664113 |
| Kurtosis | 2.549718383 |
| Mean | 1.600928678 |
| MAD | 1.674707625 |
| Skewness | 1.570437045 |
| Sum | 4309.7 |
| Variance | 4.510772084 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1281 | 47.6% | |
| 1 | 48 | 1.8% | |
| 1.3 | 48 | 1.8% | |
| 2.8 | 42 | 1.6% | |
| 1.5 | 40 | 1.5% | |
| 1.8 | 38 | 1.4% | |
| 1.4 | 37 | 1.4% | |
| 2.2 | 37 | 1.4% | |
| 1.7 | 36 | 1.3% | |
| 1.2 | 36 | 1.3% | |
| Other values (94) | 1049 | 39.0% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| 0 | 1281 | 47.6% | |
| 0.1 | 1 | < 0.1% | |
| 0.2 | 3 | 0.1% | |
| 0.3 | 9 | 0.3% | |
| 0.4 | 10 | 0.4% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 13.1 | 1 | < 0.1% | |
| 12.7 | 1 | < 0.1% | |
| 11.7 | 1 | < 0.1% | |
| 11.1 | 1 | < 0.1% | |
| 10.9 | 1 | < 0.1% |
Unnamed_0
Highly correlated
This variable is highly correlated with Exec_ID and should be ignored for analysis
| Correlation | 0.9975613876 |
|---|
VORP
Numeric
| Distinct count | 309 |
|---|---|
| Unique (%) | 11.5% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 2.276114413 |
|---|---|
| Minimum | -8.3 |
| Maximum | 108.6 |
| Zeros (%) | 51.0% |
Quantile statistics
| Minimum | -8.3 |
|---|---|
| 5-th percentile | -1.5 |
| Q1 | -0.1 |
| Median | 0 |
| Q3 | 0 |
| 95-th percentile | 15.845 |
| Maximum | 108.6 |
| Range | 116.9 |
| Interquartile range | 0.1 |
Descriptive statistics
| Standard deviation | 8.550285258 |
|---|---|
| Coef of variation | 3.756527004 |
| Kurtosis | 38.84579464 |
| Mean | 2.276114413 |
| MAD | 4.205600298 |
| Skewness | 5.428160416 |
| Sum | 6127.3 |
| Variance | 73.10737798 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1372 | 51.0% | |
| -0.1 | 99 | 3.7% | |
| -0.2 | 90 | 3.3% | |
| -0.3 | 68 | 2.5% | |
| -0.4 | 50 | 1.9% | |
| -0.5 | 44 | 1.6% | |
| -0.6 | 34 | 1.3% | |
| -0.7 | 34 | 1.3% | |
| -1 | 31 | 1.2% | |
| -0.9 | 30 | 1.1% | |
| Other values (299) | 840 | 31.2% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -8.3 | 1 | < 0.1% | |
| -8 | 1 | < 0.1% | |
| -7.4 | 1 | < 0.1% | |
| -6.7 | 1 | < 0.1% | |
| -6.6 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 108.6 | 1 | < 0.1% | |
| 93.5 | 1 | < 0.1% | |
| 80.9 | 1 | < 0.1% | |
| 79.7 | 1 | < 0.1% | |
| 78.2 | 1 | < 0.1% |
Win.Share
Highly correlated
This variable is highly correlated with VORP and should be ignored for analysis
| Correlation | 0.919729959 |
|---|
WS_per_game
Numeric
| Distinct count | 319 |
|---|---|
| Unique (%) | 11.8% |
| Missing (%) | 0.0% |
| Missing (n) | 0 |
| Infinite (%) | 0.0% |
| Infinite (n) | 0 |
| Mean | 0.02879643388 |
|---|---|
| Minimum | -1.264 |
| Maximum | 1.367 |
| Zeros (%) | 47.4% |
Quantile statistics
| Minimum | -1.264 |
|---|---|
| 5-th percentile | -0.03045 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.069 |
| 95-th percentile | 0.134 |
| Maximum | 1.367 |
| Range | 2.631 |
| Interquartile range | 0.069 |
Descriptive statistics
| Standard deviation | 0.07914691579 |
|---|---|
| Coef of variation | 2.748497127 |
| Kurtosis | 75.5980352 |
| Mean | 0.02879643388 |
| MAD | 0.04821570379 |
| Skewness | -1.504284502 |
| Sum | 77.52 |
| Variance | 0.006264234279 |
| Memory size | 21.2 KiB |
| Value | Count | Frequency (%) | |
| 0 | 1277 | 47.4% | |
| 0.074 | 16 | 0.6% | |
| 0.08 | 15 | 0.6% | |
| 0.101 | 15 | 0.6% | |
| 0.078 | 15 | 0.6% | |
| 0.093 | 15 | 0.6% | |
| 0.064 | 15 | 0.6% | |
| 0.079 | 15 | 0.6% | |
| 0.06 | 14 | 0.5% | |
| 0.069 | 14 | 0.5% | |
| Other values (309) | 1281 | 47.6% |
Minimum 5 values
| Value | Count | Frequency (%) | |
| -1.264 | 1 | < 0.1% | |
| -0.894 | 1 | < 0.1% | |
| -0.795 | 1 | < 0.1% | |
| -0.667 | 1 | < 0.1% | |
| -0.638 | 1 | < 0.1% |
Maximum 5 values
| Value | Count | Frequency (%) | |
| 1.367 | 1 | < 0.1% | |
| 0.627 | 1 | < 0.1% | |
| 0.36 | 1 | < 0.1% | |
| 0.343 | 1 | < 0.1% | |
| 0.309 | 1 | < 0.1% |
Yrs
Highly correlated
This variable is highly correlated with Minutes.Played and should be ignored for analysis
| Correlation | 0.9224896703 |
|---|
First rows
| All.Star | All_NBA | Assits.per.Game | AST | attend_college | BPM | College | df_index | Draft_Yr | Exec_draft_exp | Exec_ID | Executive | FG_Percentage | fifth_year | first_year | fourth_year | FT_Percentage | Games | Minutes.per.Game | Minutes.Played | Pk | Player | Points.per.Game | PTS | second_year | Team | Tenure | third_year | TP_Percentage | TRB | TRB.per.game | Unnamed_0 | VORP | Win.Share | WS_per_game | Yrs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | George Washington University | 3633 | 1979 | 3 | 147 | Slick Leonard | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 157 | Brian Magid | 0.0 | 0 | 0 | IND | 1986 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3634 | 0.0 | 0.0 | 0.000 | 0 |
| 1 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of California | 1923 | 1980 | 5 | 76 | Jerry Colangelo | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 65 | Doug TRUE | 0.0 | 0 | 0 | PHO | 9550 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 1924 | 0.0 | 0.0 | 0.000 | 0 |
| 2 | 0 | 0 | 0.6 | 45 | 1 | -3.2 | University of Missouri | 1652 | 1978 | 3 | 66 | Harry Glickman | 0.410 | 0 | 0 | 0 | 0.724 | 80 | 8.6 | 688 | 110 | Clay Johnson | 2.8 | 224 | 0 | POR | 4155 days 00:00:00.000000000 | 0 | 0.333 | 93 | 1.2 | 1653 | -0.2 | 0.7 | 0.046 | 3 |
| 3 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | University of Tennessee | 72 | 1982 | 7 | 1 | Al Attles | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 198 | Nick Morken | 0.0 | 0 | 0 | GSW | 3641 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 73 | 0.0 | 0.0 | 0.000 | 0 |
| 4 | 0 | 0 | 2.8 | 967 | 1 | -3.9 | Cleveland State University | 1523 | 2011 | 3 | 59 | Gar Forman | 0.409 | 1 | 0 | 0 | 0.741 | 347 | 22.7 | 7893 | 28 | Norris Cole | 7.1 | 2463 | 0 | CHI | 2689 days 00:00:00.000000000 | 0 | 0.326 | 691 | 2.0 | 1524 | -3.8 | 3.1 | 0.019 | 5 |
| 5 | 0 | 0 | 1.3 | 41 | 1 | -2.5 | Duke University | 943 | 1982 | 1 | 36 | Dave DeBusschere | 0.363 | 0 | 0 | 0 | 0.656 | 31 | 10.4 | 321 | 34 | Vince Taylor | 3.1 | 95 | 0 | NYK | 1324 days 00:00:00.000000000 | 0 | 0.000 | 36 | 1.2 | 944 | 0.0 | 0.1 | 0.009 | 1 |
| 6 | 0 | 0 | 0.6 | 397 | 1 | -1.7 | Indiana University | 3065 | 1995 | 8 | 125 | Pete Babcock | 0.469 | 0 | 0 | 0 | 0.639 | 652 | 21.1 | 13780 | 16 | Alan Henderson | 7.8 | 5094 | 0 | ATL | 4795 days 00:00:00.000000000 | 0 | 0.192 | 3249 | 5.0 | 3066 | 1.1 | 28.0 | 0.097 | 12 |
| 7 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Rutgers University | 2381 | 1987 | 1 | 90 | John Nash | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 62 | Eric Riggins | 0.0 | 0 | 0 | PHI | 1449 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 2382 | 0.0 | 0.0 | 0.000 | 0 |
| 8 | 0 | 0 | 1.1 | 459 | 1 | -2.9 | University of Georgia | 3912 | 2003 | 5 | 160 | Wes Unseld | 0.415 | 0 | 0 | 0 | 0.798 | 427 | 23.2 | 9898 | 10 | Jarvis Hayes | 8.3 | 3553 | 0 | WAS | 54 days 00:00:00.000000000 | 0 | 0.356 | 1330 | 3.1 | 3913 | -2.2 | 10.2 | 0.049 | 7 |
| 9 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Washington State University | 3525 | 1980 | 1 | 141 | Ron Hrovat | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 53 | Stuart House | 0.0 | 0 | 0 | CLE | 326 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3526 | 0.0 | 0.0 | 0.000 | 0 |
Last rows
| All.Star | All_NBA | Assits.per.Game | AST | attend_college | BPM | College | df_index | Draft_Yr | Exec_draft_exp | Exec_ID | Executive | FG_Percentage | fifth_year | first_year | fourth_year | FT_Percentage | Games | Minutes.per.Game | Minutes.Played | Pk | Player | Points.per.Game | PTS | second_year | Team | Tenure | third_year | TP_Percentage | TRB | TRB.per.game | Unnamed_0 | VORP | Win.Share | WS_per_game | Yrs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2682 | 0 | 0 | 2.0 | 1583 | 0 | 2.1 | 0 | 3611 | 2002 | 13 | 146 | Scott Layden | 0.544 | 0 | 0 | 0 | 0.665 | 804 | 28.3 | 22735 | 7 | Nene Hilario | 12.2 | 9809 | 0 | NYK | 1595 days 00:00:00.000000000 | 0 | 0.103 | 5247 | 6.5 | 3612 | 23.4 | 65.2 | 0.138 | 14 |
| 2683 | 0 | 0 | 0.8 | 153 | 1 | -1.3 | Kansas State University | 1425 | 2008 | 15 | 56 | Ernie Grunfeld | 0.446 | 0 | 0 | 0 | 0.760 | 181 | 16.7 | 3016 | 47 | Bill Walker | 6.0 | 1079 | 0 | WAS | 4841 days 00:00:00.000000000 | 0 | 0.369 | 401 | 2.2 | 1426 | 0.5 | 5.0 | 0.079 | 5 |
| 2684 | 0 | 0 | 1.0 | 134 | 1 | -6.2 | University of Nevada, Las Vegas | 1855 | 1988 | 4 | 72 | Jan Volk | 0.421 | 0 | 0 | 0 | 0.746 | 129 | 12.6 | 1625 | 74 | Gerald Paddio | 5.5 | 715 | 0 | BOS | 2150 days 00:00:00.000000000 | 0 | 0.242 | 184 | 1.4 | 1856 | -1.7 | 0.1 | 0.002 | 3 |
| 2685 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Oklahoma State University | 447 | 1980 | 5 | 14 | Bob Ferry | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 207 | Don Youman | 0.0 | 0 | 0 | WAS | 6208 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 448 | 0.0 | 0.0 | 0.000 | 0 |
| 2686 | 0 | 0 | 2.0 | 2 | 1 | 19.6 | University of Rhode Island | 1589 | 1998 | 2 | 63 | Glen Grunwald | 1.000 | 0 | 0 | 0 | 0.500 | 1 | 3.0 | 3 | 47 | Tyson Wheeler | 4.0 | 4 | 0 | TOR | 2324 days 00:00:00.000000000 | 0 | 1.000 | 0 | 0.0 | 1590 | 0.0 | 0.1 | 1.367 | 1 |
| 2687 | 0 | 0 | 2.2 | 1420 | 1 | -2.2 | New Mexico State University | 2096 | 1991 | 2 | 78 | Jerry Reynolds | 0.417 | 0 | 0 | 0 | 0.691 | 655 | 17.6 | 11533 | 31 | Randy Brown | 4.8 | 3148 | 0 | SAC | 1625 days 00:00:00.000000000 | 0 | 0.200 | 1173 | 1.8 | 2097 | -0.5 | 11.0 | 0.046 | 12 |
| 2688 | 0 | 0 | 0.9 | 98 | 1 | -5.2 | Loyola Marymount University | 1357 | 1990 | 5 | 55 | Elgin Baylor | 0.386 | 0 | 0 | 0 | 0.728 | 105 | 12.7 | 1336 | 8 | Bo Kimble | 5.5 | 574 | 0 | LAC | 8211 days 00:00:00.000000000 | 0 | 0.291 | 162 | 1.5 | 1358 | -1.1 | 0.1 | 0.004 | 3 |
| 2689 | 0 | 0 | 0.8 | 117 | 1 | -3.8 | University of Texas at Austin | 1820 | 1990 | 11 | 70 | Jack McCloskey | 0.436 | 0 | 0 | 0 | 0.667 | 142 | 7.4 | 1045 | 26 | Lance Blanks | 2.0 | 289 | 0 | DET | 4556 days 00:00:00.000000000 | 0 | 0.253 | 110 | 0.8 | 1821 | -0.5 | 0.7 | 0.031 | 3 |
| 2690 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Appalachian State University | 1736 | 1979 | 1 | 68 | Irv Kaze | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 158 | Renaldo Lawrence | 0.0 | 0 | 0 | LAC | 688 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 1737 | 0.0 | 0.0 | 0.000 | 0 |
| 2691 | 0 | 0 | 0.0 | 0 | 1 | 0.0 | Princeton University | 3312 | 1984 | 9 | 132 | Red Auerbach | 0.000 | 0 | 0 | 0 | 0.000 | 0 | 0.0 | 0 | 93 | Kevin Mullin | 0.0 | 0 | 0 | BOS | 12493 days 00:00:00.000000000 | 0 | 0.000 | 0 | 0.0 | 3313 | 0.0 | 0.0 | 0.000 | 0 |